Reconstructing nonlinear networks subject to fast-varying noises by using linearization with expanded variables

Rundong Shi, Gang Hu, Shihong Wang

Reconstructing noise-driven nonlinear networks from time series of output variables is a challenging problem, which turns to be very difficult when nonlinearity of dynamics, strong…